Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation exclusively provides PowerShell examples and references the Az.LabServices PowerShell module, which is primarily used on Windows. There are no Linux/macOS CLI or Azure CLI examples, nor any mention of how to perform the same tasks on non-Windows platforms. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer native tools.
Recommendations
  • Add equivalent instructions and examples using Azure CLI, which is cross-platform and widely used on Linux/macOS.
  • Explicitly mention platform requirements for PowerShell and provide installation guidance for non-Windows users if PowerShell is required.
  • Where possible, provide REST API or portal-based steps as alternatives.
  • Reorder examples so that cross-platform solutions (Azure CLI, REST API) are presented before or alongside PowerShell examples.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets